bao_cao

Dataset statistics

Number of variables	12
Number of observations	8512
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	1
Duplicate rows (%)	< 0.1%
Total size in memory	1.9 MiB
Average record size in memory	239.0 B

Variable types

Categorical	3
Numeric	9

Alerts

Dataset has 1 (< 0.1%) duplicate rows	Duplicates
`feelslike` is highly overall correlated with `humidity` and 1 other fields	High correlation
`gust` is highly overall correlated with `wind`	High correlation
`humidity` is highly overall correlated with `feelslike` and 1 other fields	High correlation
`temperature` is highly overall correlated with `feelslike` and 1 other fields	High correlation
`wind` is highly overall correlated with `gust`	High correlation
`time` is uniformly distributed	Uniform
`cloud` has 147 (1.7%) zeros	Zeros
`precipitation` has 6254 (73.5%) zeros	Zeros

Reproduction

Analysis started	2024-11-18 14:37:58.628124
Analysis finished	2024-11-18 14:38:07.993993
Duration	9.37 seconds
Software version	ydata-profiling vv4.9.0
Download configuration	config.json

time
Categorical

UNIFORM

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	449.0 KiB

00:00	1064
03:00	1064
06:00	1064
09:00	1064
12:00	1064
Other values (3)	3192

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	42560
Distinct characters	9
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	00:00
2nd row	03:00
3rd row	06:00
4th row	09:00
5th row	12:00

Common Values

Value	Count	Frequency (%)
00:00	1064	12.5%
03:00	1064	12.5%
06:00	1064	12.5%
09:00	1064	12.5%
12:00	1064	12.5%
15:00	1064	12.5%
18:00	1064	12.5%
21:00	1064	12.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
00:00	1064	12.5%
03:00	1064	12.5%
06:00	1064	12.5%
09:00	1064	12.5%
12:00	1064	12.5%
15:00	1064	12.5%
18:00	1064	12.5%
21:00	1064	12.5%

Most occurring characters

Value	Count	Frequency (%)
0	22344	52.5%
:	8512	20.0%
1	4256	10.0%
2	2128	5.0%
3	1064	2.5%
6	1064	2.5%
9	1064	2.5%
5	1064	2.5%
8	1064	2.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	42560	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	22344	52.5%
:	8512	20.0%
1	4256	10.0%
2	2128	5.0%
3	1064	2.5%
6	1064	2.5%
9	1064	2.5%
5	1064	2.5%
8	1064	2.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	42560	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	22344	52.5%
:	8512	20.0%
1	4256	10.0%
2	2128	5.0%
3	1064	2.5%
6	1064	2.5%
9	1064	2.5%
5	1064	2.5%
8	1064	2.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	42560	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	22344	52.5%
:	8512	20.0%
1	4256	10.0%
2	2128	5.0%
3	1064	2.5%
6	1064	2.5%
9	1064	2.5%
5	1064	2.5%
8	1064	2.5%

month
Real number (ℝ)

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.3665414

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	66.6 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	6
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.3670319
Coefficient of variation (CV)	0.52886359
Kurtosis	-1.186708
Mean	6.3665414
Median Absolute Deviation (MAD)	3
Skewness	0.0054428773
Sum	54192
Variance	11.336904
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	744	8.7%
3	744	8.7%
5	744	8.7%
7	744	8.7%
8	744	8.7%
10	744	8.7%
4	720	8.5%
6	720	8.5%
9	720	8.5%
11	720	8.5%
Other values (2)	1168	13.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	744	8.7%
2	672	7.9%
3	744	8.7%
4	720	8.5%
5	744	8.7%
6	720	8.5%
7	744	8.7%
8	744	8.7%
9	720	8.5%
10	744	8.7%

Value	Count	Frequency (%)
12	496	5.8%
11	720	8.5%
10	744	8.7%
9	720	8.5%
8	744	8.7%
7	744	8.7%
6	720	8.5%
5	744	8.7%
4	720	8.5%
3	744	8.7%

temperature
Real number (ℝ)

HIGH CORRELATION

Distinct	22
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.364897

Minimum	0
Maximum	39
Zeros	5
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	66.6 KiB

Quantile statistics

Minimum	0
5-th percentile	24
Q1	26
median	28
Q3	31
95-th percentile	34
Maximum	39
Range	39
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.339214
Coefficient of variation (CV)	0.11772347
Kurtosis	2.4211849
Mean	28.364897
Median Absolute Deviation (MAD)	2
Skewness	0.098635732
Sum	241442
Variance	11.15035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
26	1356	15.9%
27	1069	12.6%
25	1062	12.5%
28	714	8.4%
29	692	8.1%
30	676	7.9%
31	608	7.1%
32	597	7.0%
33	465	5.5%
24	386	4.5%
Other values (12)	887	10.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	5	0.1%
17	1	< 0.1%
20	8	0.1%
21	28	0.3%
22	56	0.7%
23	144	1.7%
24	386	4.5%
25	1062	12.5%
26	1356	15.9%
27	1069	12.6%

Value	Count	Frequency (%)
39	5	0.1%
38	16	0.2%
37	46	0.5%
36	102	1.2%
35	202	2.4%
34	274	3.2%
33	465	5.5%
32	597	7.0%
31	608	7.1%
30	676	7.9%

feelslike
Real number (ℝ)

HIGH CORRELATION

Distinct	27
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	32.51351

Minimum	20
Maximum	46
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	66.6 KiB

Quantile statistics

Minimum	20
5-th percentile	27
Q1	29
median	32
Q3	36
95-th percentile	40
Maximum	46
Range	26
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.094674
Coefficient of variation (CV)	0.12593762
Kurtosis	-0.7446137
Mean	32.51351
Median Absolute Deviation (MAD)	3
Skewness	0.29325726
Sum	276755
Variance	16.766355
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
29	932	10.9%
30	881	10.4%
28	784	9.2%
31	744	8.7%
35	599	7.0%
32	578	6.8%
34	534	6.3%
33	530	6.2%
36	510	6.0%
38	471	5.5%
Other values (17)	1949	22.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20	1	< 0.1%
21	4	< 0.1%
22	18	0.2%
23	19	0.2%
24	1	< 0.1%
25	75	0.9%
26	201	2.4%
27	377	4.4%
28	784	9.2%
29	932	10.9%

Value	Count	Frequency (%)
46	1	< 0.1%
45	1	< 0.1%
44	7	0.1%
43	7	0.1%
42	46	0.5%
41	153	1.8%
40	224	2.6%
39	346	4.1%
38	471	5.5%
37	468	5.5%

wind
Real number (ℝ)

HIGH CORRELATION

Distinct	33
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.279018

Minimum	0
Maximum	33
Zeros	9
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	66.6 KiB

Quantile statistics

Minimum	0
5-th percentile	3
Q1	7
median	10
Q3	13
95-th percentile	19
Maximum	33
Range	33
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	4.7419651
Coefficient of variation (CV)	0.46132473
Kurtosis	0.21290275
Mean	10.279018
Median Absolute Deviation (MAD)	3
Skewness	0.58650414
Sum	87495
Variance	22.486233
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=33)

Value	Count	Frequency (%)
8	861	10.1%
9	804	9.4%
10	753	8.8%
6	645	7.6%
12	608	7.1%
13	534	6.3%
7	523	6.1%
5	506	5.9%
11	468	5.5%
14	446	5.2%
Other values (23)	2364	27.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	0.1%
1	66	0.8%
2	108	1.3%
3	257	3.0%
4	373	4.4%
5	506	5.9%
6	645	7.6%
7	523	6.1%
8	861	10.1%
9	804	9.4%

Value	Count	Frequency (%)
33	1	< 0.1%
32	1	< 0.1%
31	1	< 0.1%
29	1	< 0.1%
28	1	< 0.1%
27	7	0.1%
26	15	0.2%
25	14	0.2%
24	30	0.4%
23	32	0.4%

direction
Categorical

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	427.0 KiB

SE	1312
WSW	1161
SW	908
ESE	865
SSE	789
Other values (11)	3477

Length

Max length	3
Median length	3
Mean length	2.3522086
Min length	1

Characters and Unicode

Total characters	20022
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	ENE
2nd row	NE
3rd row	NNE
4th row	NNE
5th row	ENE

Common Values

Value	Count	Frequency (%)
SE	1312	15.4%
WSW	1161	13.6%
SW	908	10.7%
ESE	865	10.2%
SSE	789	9.3%
E	455	5.3%
SSW	440	5.2%
W	424	5.0%
ENE	413	4.9%
NNE	397	4.7%
Other values (6)	1348	15.8%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
se	1312	15.4%
wsw	1161	13.6%
sw	908	10.7%
ese	865	10.2%
sse	789	9.3%
e	455	5.3%
ssw	440	5.2%
w	424	5.0%
ene	413	4.9%
nne	397	4.7%
Other values (6)	1348	15.8%

Most occurring characters

Value	Count	Frequency (%)
S	7042	35.2%
E	5883	29.4%
W	4734	23.6%
N	2363	11.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	20022	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	7042	35.2%
E	5883	29.4%
W	4734	23.6%
N	2363	11.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	20022	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	7042	35.2%
E	5883	29.4%
W	4734	23.6%
N	2363	11.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	20022	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	7042	35.2%
E	5883	29.4%
W	4734	23.6%
N	2363	11.8%

gust
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.544878

Minimum	0
Maximum	55
Zeros	7
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	66.6 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	9
median	14
Q3	19
95-th percentile	28
Maximum	55
Range	55
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	7.2184705
Coefficient of variation (CV)	0.49628952
Kurtosis	0.95708449
Mean	14.544878
Median Absolute Deviation (MAD)	5
Skewness	0.80991071
Sum	123806
Variance	52.106316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
12	530	6.2%
10	524	6.2%
13	507	6.0%
11	482	5.7%
14	478	5.6%
15	477	5.6%
9	458	5.4%
17	422	5.0%
8	405	4.8%
18	371	4.4%
Other values (39)	3858	45.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	0.1%
1	31	0.4%
2	76	0.9%
3	135	1.6%
4	163	1.9%
5	298	3.5%
6	268	3.1%
7	346	4.1%
8	405	4.8%
9	458	5.4%

Value	Count	Frequency (%)
55	1	< 0.1%
51	2	< 0.1%
50	2	< 0.1%
45	5	0.1%
44	3	< 0.1%
43	4	< 0.1%
42	5	0.1%
41	8	0.1%
40	5	0.1%
39	4	< 0.1%

cloud
Real number (ℝ)

ZEROS

Distinct	100
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.636396

Minimum	0
Maximum	99
Zeros	147
Zeros (%)	1.7%
Negative	0
Negative (%)	0.0%
Memory size	66.6 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	18
median	33
Q3	55
95-th percentile	82
Maximum	99
Range	99
Interquartile range (IQR)	37

Descriptive statistics

Standard deviation	24.00555
Coefficient of variation (CV)	0.63782808
Kurtosis	-0.79091718
Mean	37.636396
Median Absolute Deviation (MAD)	17
Skewness	0.47656808
Sum	320361
Variance	576.26644
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	247	2.9%
19	173	2.0%
18	163	1.9%
22	163	1.9%
16	157	1.8%
17	152	1.8%
25	151	1.8%
14	151	1.8%
20	150	1.8%
0	147	1.7%
Other values (90)	6858	80.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	147	1.7%
1	13	0.2%
2	35	0.4%
3	63	0.7%
4	89	1.0%
5	84	1.0%
6	77	0.9%
7	101	1.2%
8	119	1.4%
9	128	1.5%

Value	Count	Frequency (%)
99	7	0.1%
98	7	0.1%
97	7	0.1%
96	7	0.1%
95	8	0.1%
94	10	0.1%
93	9	0.1%
92	13	0.2%
91	11	0.1%
90	22	0.3%

humidity
Real number (ℝ)

HIGH CORRELATION

Distinct	73
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	71.228501

Minimum	22
Maximum	96
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	66.6 KiB

Quantile statistics

Minimum	22
5-th percentile	43
Q1	61
median	74
Q3	84
95-th percentile	91
Maximum	96
Range	74
Interquartile range (IQR)	23

Descriptive statistics

Standard deviation	14.878857
Coefficient of variation (CV)	0.2088891
Kurtosis	-0.35665786
Mean	71.228501
Median Absolute Deviation (MAD)	11
Skewness	-0.62271755
Sum	606297
Variance	221.3804
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
85	299	3.5%
86	293	3.4%
87	276	3.2%
84	268	3.1%
89	239	2.8%
82	238	2.8%
83	235	2.8%
88	226	2.7%
74	219	2.6%
72	209	2.5%
Other values (63)	6010	70.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
22	1	< 0.1%
23	1	< 0.1%
25	1	< 0.1%
26	1	< 0.1%
28	10	0.1%
29	9	0.1%
30	16	0.2%
31	14	0.2%
32	23	0.3%
33	17	0.2%

Value	Count	Frequency (%)
96	6	0.1%
95	15	0.2%
94	44	0.5%
93	110	1.3%
92	113	1.3%
91	152	1.8%
90	175	2.1%
89	239	2.8%
88	226	2.7%
87	276	3.2%

precipitation
Real number (ℝ)

ZEROS

Distinct	98
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.52228618

Minimum	0
Maximum	9.9
Zeros	6254
Zeros (%)	73.5%
Negative	0
Negative (%)	0.0%
Memory size	66.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1
95-th percentile	3.6
Maximum	9.9
Range	9.9
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	1.4033221
Coefficient of variation (CV)	2.6868834
Kurtosis	14.151921
Mean	0.52228618
Median Absolute Deviation (MAD)	0
Skewness	3.5895835
Sum	4445.7
Variance	1.9693129
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	6254	73.5%
0.1	304	3.6%
0.2	139	1.6%
0.3	129	1.5%
0.4	97	1.1%
0.5	89	1.0%
0.6	75	0.9%
0.7	72	0.8%
1	59	0.7%
0.9	56	0.7%
Other values (88)	1238	14.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6254	73.5%
0.1	304	3.6%
0.2	139	1.6%
0.3	129	1.5%
0.4	97	1.1%
0.5	89	1.0%
0.6	75	0.9%
0.7	72	0.8%
0.8	54	0.6%
0.9	56	0.7%

Value	Count	Frequency (%)
9.9	5	0.1%
9.8	3	< 0.1%
9.7	3	< 0.1%
9.6	4	< 0.1%
9.5	3	< 0.1%
9.4	3	< 0.1%
9.3	3	< 0.1%
9.2	2	< 0.1%
9.1	2	< 0.1%
9	4	< 0.1%

pressure
Real number (ℝ)

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1009.5209

Minimum	1002
Maximum	1018
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	66.6 KiB

Quantile statistics

Minimum	1002
5-th percentile	1006
Q1	1008
median	1009
Q3	1011
95-th percentile	1013
Maximum	1018
Range	16
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.2508703
Coefficient of variation (CV)	0.0022296421
Kurtosis	-0.019042409
Mean	1009.5209
Median Absolute Deviation (MAD)	2
Skewness	0.20562891
Sum	8593042
Variance	5.0664173
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
1009	1545	18.2%
1010	1396	16.4%
1008	1313	15.4%
1011	1105	13.0%
1007	813	9.6%
1012	784	9.2%
1006	484	5.7%
1013	474	5.6%
1014	217	2.5%
1005	175	2.1%
Other values (7)	206	2.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1002	1	< 0.1%
1003	8	0.1%
1004	56	0.7%
1005	175	2.1%
1006	484	5.7%
1007	813	9.6%
1008	1313	15.4%
1009	1545	18.2%
1010	1396	16.4%
1011	1105	13.0%

Value	Count	Frequency (%)
1018	2	< 0.1%
1017	14	0.2%
1016	41	0.5%
1015	84	1.0%
1014	217	2.5%
1013	474	5.6%
1012	784	9.2%
1011	1105	13.0%
1010	1396	16.4%
1009	1545	18.2%

weather
Categorical

Distinct	20
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	512.4 KiB

Partly cloudy	3654
Clear	1103
Sunny	1003
Patchy rain possible	677
Moderate or heavy rain shower	517
Other values (15)	1558

Length

Max length	30
Median length	29
Mean length	12.624413
Min length	4

Characters and Unicode

Total characters	107459
Distinct characters	31
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Clear
2nd row	Clear
3rd row	Sunny
4th row	Sunny
5th row	Partly cloudy

Common Values

Value	Count	Frequency (%)
Partly cloudy	3654	42.9%
Clear	1103	13.0%
Sunny	1003	11.8%
Patchy rain possible	677	8.0%
Moderate or heavy rain shower	517	6.1%
Cloudy	514	6.0%
Light rain shower	412	4.8%
Overcast	186	2.2%
Thundery outbreaks possible	126	1.5%
Torrential rain shower	114	1.3%
Other values (10)	206	2.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cloudy	4168	24.1%
partly	3654	21.2%
rain	1857	10.8%
clear	1103	6.4%
shower	1043	6.0%
sunny	1003	5.8%
possible	803	4.6%
patchy	770	4.5%
light	551	3.2%
moderate	549	3.2%
Other values (12)	1770	10.2%

Most occurring characters

Value	Count	Frequency (%)
y	10253	9.5%
l	9984	9.3%
r	9469	8.8%
a	8910	8.3%
	8759	8.2%
o	7320	6.8%
t	6070	5.6%
u	5454	5.1%
e	5230	4.9%
d	4923	4.6%
Other values (21)	31087	28.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	107459	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
y	10253	9.5%
l	9984	9.3%
r	9469	8.8%
a	8910	8.3%
	8759	8.2%
o	7320	6.8%
t	6070	5.6%
u	5454	5.1%
e	5230	4.9%
d	4923	4.6%
Other values (21)	31087	28.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	107459	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
y	10253	9.5%
l	9984	9.3%
r	9469	8.8%
a	8910	8.3%
	8759	8.2%
o	7320	6.8%
t	6070	5.6%
u	5454	5.1%
e	5230	4.9%
d	4923	4.6%
Other values (21)	31087	28.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	107459	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
y	10253	9.5%
l	9984	9.3%
r	9469	8.8%
a	8910	8.3%
	8759	8.2%
o	7320	6.8%
t	6070	5.6%
u	5454	5.1%
e	5230	4.9%
d	4923	4.6%
Other values (21)	31087	28.9%

Auto

Heatmap
Table

	cloud	direction	feelslike	gust	humidity	month	precipitation	pressure	temperature	time	weather	wind
cloud	1.000	0.114	0.092	0.126	0.158	0.157	0.423	-0.326	0.072	0.070	0.334	0.054
direction	0.114	1.000	0.130	0.171	0.138	0.320	0.083	0.203	0.144	0.169	0.117	0.156
feelslike	0.092	0.130	1.000	0.014	-0.631	-0.030	0.088	-0.307	0.941	0.318	0.152	0.155
gust	0.126	0.171	0.014	1.000	0.001	-0.088	0.258	-0.319	0.087	0.152	0.186	0.941
humidity	0.158	0.138	-0.631	0.001	1.000	0.403	0.168	-0.155	-0.783	0.289	0.170	-0.189
month	0.157	0.320	-0.030	-0.088	0.403	1.000	0.194	-0.207	-0.177	0.000	0.152	-0.172
precipitation	0.423	0.083	0.088	0.258	0.168	0.194	1.000	-0.299	0.044	0.115	0.345	0.141
pressure	-0.326	0.203	-0.307	-0.319	-0.155	-0.207	-0.299	1.000	-0.198	0.170	0.133	-0.269
temperature	0.072	0.144	0.941	0.087	-0.783	-0.177	0.044	-0.198	1.000	0.345	0.183	0.248
time	0.070	0.169	0.318	0.152	0.289	0.000	0.115	0.170	0.345	1.000	0.236	0.128
weather	0.334	0.117	0.152	0.186	0.170	0.152	0.345	0.133	0.183	0.236	1.000	0.160
wind	0.054	0.156	0.155	0.941	-0.189	-0.172	0.141	-0.269	0.248	0.128	0.160	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	time	month	temperature	feelslike	wind	direction	gust	cloud	humidity	precipitation	pressure	weather
0	00:00	1	24.0	28.0	8.0	ENE	12.0	4.0	86.0	0.0	1012.0	Clear
1	03:00	1	23.0	27.0	8.0	NE	10.0	4.0	88.0	0.0	1011.0	Clear
2	06:00	1	23.0	26.0	8.0	NNE	11.0	7.0	85.0	0.0	1012.0	Sunny
3	09:00	1	28.0	33.0	11.0	NNE	13.0	6.0	64.0	0.0	1012.0	Sunny
4	12:00	1	31.0	35.0	10.0	ENE	12.0	62.0	53.0	0.0	1010.0	Partly cloudy
5	15:00	1	31.0	36.0	1.0	NNE	1.0	79.0	57.0	0.0	1009.0	Cloudy
6	18:00	1	26.0	29.0	5.0	ESE	10.0	40.0	77.0	0.0	1010.0	Partly cloudy
7	21:00	1	25.0	28.0	8.0	NE	15.0	29.0	79.0	0.2	1011.0	Patchy rain possible
8	00:00	1	24.0	26.0	10.0	NNE	17.0	12.0	84.0	0.0	1011.0	Clear
9	03:00	1	23.0	26.0	8.0	NE	14.0	17.0	85.0	0.0	1010.0	Clear

	time	month	temperature	feelslike	wind	direction	gust	cloud	humidity	precipitation	pressure	weather
8502	18:00	11	30.0	34.0	9.0	ESE	14.0	79.0	69.0	0.1	1009.0	Cloudy
8503	21:00	11	27.0	30.0	8.0	ESE	12.0	47.0	77.0	0.1	1011.0	Patchy rain possible
8504	00:00	11	26.0	29.0	5.0	NE	8.0	22.0	79.0	0.0	1011.0	Partly cloudy
8505	03:00	11	26.0	28.0	4.0	NNE	5.0	21.0	82.0	0.0	1010.0	Partly cloudy
8506	06:00	11	26.0	28.0	3.0	N	4.0	24.0	82.0	0.0	1011.0	Partly cloudy
8507	09:00	11	29.0	32.0	4.0	ENE	5.0	17.0	68.0	0.0	1012.0	Partly cloudy
8508	12:00	11	33.0	37.0	5.0	ENE	5.0	15.0	52.0	0.0	1011.0	Partly cloudy
8509	15:00	11	34.0	38.0	3.0	ENE	4.0	19.0	50.0	0.0	1009.0	Partly cloudy
8510	18:00	11	31.0	34.0	6.0	SE	8.0	19.0	65.0	0.0	1009.0	Partly cloudy
8511	21:00	11	27.0	30.0	7.0	SE	10.0	33.0	75.0	0.0	1011.0	Partly cloudy

Most frequently occurring

	time	month	temperature	feelslike	wind	direction	gust	cloud	humidity	precipitation	pressure	weather	# duplicates
0	06:00	4	28.0	34.0	6.0	SE	7.0	19.0	75.0	0.0	1011.0	Sunny	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring